Successful Agents merely amplify human expertise

Toilville is a Human-First AI Consulting company with over 25 years of experience in Conversational AI and business automation. We believe in augmenting human capabilities, not replacing them.

Build AI systems that amplify human excellence rather than replace human judgment. We focus on strategic human-AI collaboration that delivers real business value.

We're doing something potentially stupid: running our entire business using only AI tools for a week.

This isn't marketing theater—it's a real experiment to answer the question: "Is AI collaboration actually better work, or just different work?"

• ✅ Real Business Operations - No demos or cherry-picked examples
• 📊 Documented Metrics - Iteration counts, time tracking, failure rates
• 🔍 Radical Transparency - Sharing wins, failures, and "wait, that took HOW many tries?" moments
• 🤝 Human-AI Balance - Where humans are still essential in the loop

Follow along with #ProleVibeSummer across our repositories and social media.

• 🔍 Business Analysis - Deep-dive into AI opportunities and constraints
• 📋 Best Practices Consulting - Human-first approach to AI implementation
• 🎨 Human-First AI Design - Systems that amplify rather than replace
• 🧪 Agent Testing & Deployment - Rigorous validation and rollout strategies
• 📚 Continuous Learning - Ongoing optimization and improvement
• 🌐 Horizontal AI Expansion - Strategic scaling across business functions

AI-powered content creation pipeline using Claude 3.5 Sonnet, Notion, and multi-platform publishing.

High-performance contact intelligence system processing 64.3 contacts/second with AI enhancement.

Comprehensive, community-tested Code of Conduct for open source projects.

• Humans Stay in the Loop - Even during AI experiments
• Transparency Over Perfection - Real results matter more than marketing
• Strategic Collaboration - AI amplifies what you already do well
• Business-First Approach - Technology serves business goals, not the reverse

• 🏳️‍🌈 Inclusive Communities - Everyone deserves to belong
• ✊ Social Justice - No One Is Illegal, Black Rights Matter, Protect Trans Kids
• 🤝 Open Source Excellence - Contributing to the commons
• 📖 Knowledge Sharing - Transparent about what works (and what doesn't)

• 25+ Years in Conversational AI
• 64.3x performance improvement in latest pipeline project
• 3 Phases planned for current automation experiments
• 100% Human-Validated AI implementations

• notion-social-automation - AI content creation pipeline
• rockford-toilville-pipeline - Contact intelligence system

• DUYinoboy - Game Boy MIDI controller (⚠️ AI-generated, hardware validation needed)
• spelWork - Workplace automation framework

• code-of-conduct - Open source community standards
• .github - Organization profile and health files

We actively contribute to and learn from Microsoft solution accelerators and other open source projects in the AI space.

• Implementing AI that enhances rather than replaces your team
• Need realistic AI strategy without the marketing hype
• Want AI systems that integrate with existing business processes
• Looking for transparent partners who document real results

1. Understand Your Business - Deep analysis of current processes
2. Design Human-AI Workflows - Systems that amplify existing expertise
3. Prototype and Validate - Real testing with real data
4. Deploy Strategically - Measured rollout with success metrics
5. Optimize Continuously - Ongoing improvement and expansion

Ready to build AI that amplifies your team instead of replacing them?

• 🌐 Website: itstoilville.com
• 📧 Email: hello@toilville.com
• 📱 Phone: 1-404-469-8575
• 📍 Location: Bellevue, Washington
• 🔗 LinkedIn: Connect with us for business automation insights

All Toilville projects follow our comprehensive Code of Conduct. We're committed to building inclusive, welcoming communities where everyone can contribute their best work.

Questions about AI collaboration in your workflows? Let's talk: itstoilville.com/contact

Because honestly, someone needs to test whether AI collaboration lives up to the hype or just creates expensive busy work with extra steps.

"The ship was the invention of the shipwreck." - We embrace the complexity and learn from the iterations.

Building better business automation, one human-AI collaboration at a time.